AI Institute for Future Edge Networks and Distributed Intelligence (AI-EDGE)
AI Institute for Future Edge Networks and Distributed Intelligence (AI-EDGE)
批准号:
2112471
负责人:
Ness Shroff
金额:
$1999.06万
依托单位:
依托单位国家:
美国
项目类别:
Cooperative Agreement
财政年份:
2021
资助国家:
美国
项目状态:
未结题
起止时间:
2021-10-01 至 2026-09-30
中文摘要
点击翻译按钮获取中文摘要
英文摘要
Networking and AI are two of the most transformative IT technologies --- helping to better people’s lives, contributing to national economic competitiveness, national security, and national defense. The Institute will exploit the synergies between networking and AI to design the next generation of edge networks (6G and beyond) that are highly efficient, reliable, robust, and secure. A new distributed intelligence plane will be developed to ensure that these networks are self-healing, adaptive, and self-optimized. The future of AI is distributed because AI will increasingly be implemented across a diverse set of edge devices. These intelligent and adaptive networks will in turn unleash the power of collaboration to solve long-standing distributed AI challenges, making AI more efficient, interactive, and privacy-preserving. The Institute will develop the key underlying technologies for distributed and networked intelligence to enable a host of future transformative applications such as intelligent transportation, remote healthcare, distributed robotics, and smart aerospace. It is a national priority to educate students, professionals, and practitioners in AI and networks, and substantially grow and diversify the workforce. The Institute will develop novel, efficient, and modular ways of creating and delivering educational content and curricula at scale, and to spearhead a program that helps build a large diverse workforce in AI and networks spanning K-12 to university students and faculty.The focus of the AI Institute will be on edge networks, which will constitute the majority of the growth of future networks. This edge includes all devices connected through the radio as well as data centers and cloud computing systems that are not at the core of the Internet. A critical component of the Institute is to shorten the time-scale of interactions between Foundations and use case research across multiple disciplines. This will result in a virtuous cycle that will have a cascading impact dramatically accelerating the time it takes from research to implementation and technology transfer. The research tasks will be enhanced and fleshed out by exploring three wireless edge use cases in depth: (1) Ubiquitous Sensing/Networking; (ii) Human-Machine Mobility and (iii) Programmable/virtualized 6G networks. These use cases are important in their own right and connect the key research thrusts and their validation to specific experimental platforms. The Institute will work with its industry and DoD partners to facilitate translation and adoption.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.
期刊论文(28)
专著(0)
科研奖励(0)
会议论文
登录
查看更多内容
DOI:
--
发表时间:
2021
期刊:
影响因子:
--
作者:
[Xin Zhang;Zhuqing Liu;Jia Liu;Zhengyuan Zhu-;Songtao Lu]
通讯作者:
Xin Zhang;Zhuqing Liu;Jia Liu;Zhengyuan Zhu-;Songtao Lu
DOI:
--
发表时间:
2021-06
期刊:
影响因子:
--
作者:
[Junjie Yang;Kaiyi Ji;Yingbin Liang]
通讯作者:
Junjie Yang;Kaiyi Ji;Yingbin Liang
DOI:
--
发表时间:
2021-06
期刊:
影响因子:
--
作者:
[Tengyang Xie;Nan Jiang;Huan Wang;Caiming Xiong;Yu Bai]
通讯作者:
Tengyang Xie;Nan Jiang;Huan Wang;Caiming Xiong;Yu Bai
ARA: A Wireless Living Lab Vision for Smart and Connected Rural Communities
ARA:智能互联农村社区的无线生活实验室愿景
DOI:
10.1145/3477086.3480837
发表时间:
2021
期刊:
WINTECH 2021
影响因子:
--
作者:
[Zhang, Hongwei, Guan, Yong, Kamal, Ahmed, Qiao, Daji, Zheng, Mai, Arora, Anish, Boyraz, Ozdal, Cox, Brian, Daniels, Thomas, Darr, Matthew]
通讯作者:
Darr, Matthew
DOI:
--
发表时间:
2021-06
期刊:
影响因子:
--
作者:
[Tengyang Xie;Ching-An Cheng;Nan Jiang;Paul Mineiro;Alekh Agarwal]
通讯作者:
Tengyang Xie;Ching-An Cheng;Nan Jiang;Paul Mineiro;Alekh Agarwal
共 26 条
Collaborative Research: NeTS: Medium: Black-box Optimization of White-box Networks: Online Learning for Autonomous Resource Management in NextG Wireless Networks
-
批准号:2312836
-
项目类别:Standard Grant
-
资助金额:$30.0万
-
财政年份:2023
-
负责人:Ness Shroff
-
依托单位:
Collaborative Research: CNS Core: Medium: Analytics and Online Optimization at Scale for Cellular Networks
-
批准号:2106933
-
项目类别:Standard Grant
-
资助金额:$40.0万
-
财政年份:2021
-
负责人:Ness Shroff
-
依托单位:
Collaborative Research: CNS Core: Medium: Information Freshness in Scalable and Energy Constrained Machine to Machine Wireless Networks
-
批准号:2106932
-
项目类别:Continuing Grant
-
资助金额:$25.0万
-
财政年份:2021
-
负责人:Ness Shroff
-
依托单位:
RAPID: Acoustic Communications and Sensing for COVID-19 Data Collection
-
批准号:2028547
-
项目类别:Standard Grant
-
资助金额:$10.0万
-
财政年份:2020
-
负责人:Ness Shroff
-
依托单位:
Collaborative Research: CNS Core: Medium: Combating Latency and Disconnectivity in mmWave Networks: From Theory to Implementation
-
批准号:1955535
-
项目类别:Continuing Grant
-
资助金额:$76.12万
-
财政年份:2020
-
负责人:Ness Shroff
-
依托单位:
CNS Core: Small: New Caching Paradigms for Distributed and Dynamic Networks
-
批准号:2007231
-
项目类别:Standard Grant
-
资助金额:$50.0万
-
财政年份:2020
-
负责人:Ness Shroff
-
依托单位:
CNS Core: Medium: Collaborative: Exploring and Exploiting Learning for Efficient Network Control: Non-Stationarity, Inter-Dependence, and Domain-Knowledge
-
批准号:1901057
-
项目类别:Standard Grant
-
资助金额:$33.73万
-
财政年份:2019
-
负责人:Ness Shroff
-
依托单位:
ICN-WEN: Collaborative Research: SPLICE: Secure Predictive Low-Latency Information Centric Edge for Next Generation Wireless Networks
-
批准号:1719371
-
项目类别:Continuing Grant
-
资助金额:$10.0万
-
财政年份:2017
-
负责人:Ness Shroff
-
依托单位:
CSR: NeTS: Small: Theoretical Foundations for Cache Networks: Performance Models, Algorithms, and Applications
-
批准号:1717060
-
项目类别:Standard Grant
-
资助金额:$30.01万
-
财政年份:2017
-
负责人:Ness Shroff
-
依托单位:
NeTS: Large: Collaborative Research: Practical Foundations for Networking with Many-Antenna Base Stations
-
批准号:1518829
-
项目类别:Continuing Grant
-
资助金额:$50.0万
-
财政年份:2015
-
负责人:Ness Shroff
-
依托单位:
CPS: Synergy: Collaborative Research: Cognitive Green Building: A Holistic Cyber-Physical Analytic Paradigm for Energy Sustainability
-
批准号:1446582
-
项目类别:Standard Grant
-
资助金额:$60.6万
-
财政年份:2015
-
负责人:Ness Shroff
-
依托单位:
NeTS: Small: Dynamic Spectrum Access under Uncertainty: Theory, Algorithm Development, and Evaluation
-
批准号:1421576
-
项目类别:Standard Grant
-
资助金额:$49.99万
-
财政年份:2014
-
负责人:Ness Shroff
-
依托单位:
NeTS: Medium: Energy Efficient Operation and Control of Green Base Stations with Renewable Energy: Theory to Practice
-
批准号:1409336
-
项目类别:Continuing Grant
-
资助金额:$101.6万
-
财政年份:2014
-
负责人:Ness Shroff
-
依托单位:
NeTS: Large: Collaborative Research: Foundations of Hierarchical Full-Duplex Wireless Networks
-
批准号:1314538
-
项目类别:Continuing Grant
-
资助金额:$39.01万
-
财政年份:2013
-
负责人:Ness Shroff
-
依托单位:
NeTS: Medium: Collaborative Research: Mobile Content Sharing Networks:Theory to Implementation
-
批准号:1065136
-
项目类别:Continuing Grant
-
资助金额:$47.7万
-
财政年份:2011
-
负责人:Ness Shroff
-
依托单位:
NeTS: Large: Collaborative Research: Foundations for Network Cooperation at Signal Scale
-
批准号:1012700
-
项目类别:Continuing Grant
-
资助金额:$33.0万
-
财政年份:2010
-
负责人:Ness Shroff
-
依托单位:
Workshop on Future Wireless Communication Networks
-
批准号:0958891
-
项目类别:Standard Grant
-
资助金额:$14.5万
-
财政年份:2009
-
负责人:Ness Shroff
-
依托单位:
NeTS-Medium: Collaborative Research: Unifying Network Coding and Cross-Layer Optimization for Wireless Mesh Networks: From Theory to Distributed Algorithms to Implementation
-
批准号:0905408
-
项目类别:Standard Grant
-
资助金额:$35.0万
-
财政年份:2009
-
负责人:Ness Shroff
-
依托单位:
CT-ISG: Collaborative Research: Router Models and Downscaling Tools for Scalable Security Experiments
-
批准号:0831060
-
项目类别:Standard Grant
-
资助金额:$12.5万
-
财政年份:2008
-
负责人:Ness Shroff
-
依托单位:
NeTS-NECO: A New Resource Management Paradigm for Sensor Networks with Energy Replenishment
-
批准号:0831919
-
项目类别:Continuing Grant
-
资助金额:$33.64万
-
财政年份:2008
-
负责人:Ness Shroff
-
依托单位:
海外基金